IT for Retail

We hold no reseller relationships, which is the only thing that makes a vendor recommendation worth reading. Most advice in this market is distribution wearing a consulting badge.

In retail, store-level data is noisy and channels are usually not integrated. That single fact reshapes how it has to be built here, the guardrails, the approval points and the evidence trail are design inputs rather than things bolted on before go-live.

The workload we are most often asked to take on first is markdown optimisation, usually integrated against e-commerce platforms. Integration comes before intelligence. A model that cannot reach your systems of record is a demo with good manners.

Deployed across regulated and unregulated sectors, with audit trails where the regulator expects them. You own the code, the models where they are open-weight, and the documentation to run it without us.